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FHIRInternationalπŸ›Better CareEnrichedApr 10, 2026

Preventing Hallucinations in Clinical Coding AI: Utilizing FHIR Terminology Services and MCP

This article explains how to prevent 'hallucinations'β€”plausible but incorrect outputsβ€”from Large Language Models (LLMs). It introduces a method using FHIR Terminology Services and the Model Context Protocol (MCP) to ground AI output in internationally standardized vocabularies, thereby enhancing the accuracy and reliability of clinical coding.